cyberneticlibrary

Validate product demand with sourced evidence

market-validation-researchworkflowsetup L30
craigm26/founder-skills
What it does

Validate demand for a product: multi-angle investigate

Best for

Gathering and adversarially verifying market or technical evidence from multiple sources with cited claims.

Inputs
  • · args object (workflow parameters)
  • · source document or file
Outputs
  • · structured result object
Requires
  • · Claude agent runtime (Workflow)
  • · WebFetch MCP
  • · WebSearch MCP
  • · agentic subagents (multi-agent orchestration)
Preconditions
  • · structured output schema defined
  • · Claude agent runtime available
Failure modes
  • · schema validation failure (invalid JSON or required fields missing)
  • · agent timeout or inference failure
  • · network failure or rate-limit exceeded
  • · reviewer consensus not reached (oscillation or deadlock)
  • · early termination signal (kill signal or max cycles hit)
Trust signals
  • · strict structured output schema enforces correctness
  • · adversarial review ensures rigor
  • · claims traced to source citations
  • · independent verification phase double-checks results